| Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering | Feb 6, 2025 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 0 |
| Comprehensive Evaluation for a Large Scale Knowledge Graph Question Answering Service | Jan 28, 2025 | Graph Question AnsweringNatural Language Queries | —Unverified | 0 |
| GraphSOS: Graph Sampling and Order Selection to Help LLMs Understand Graphs Better | Jan 24, 2025 | Graph Question AnsweringGraph Sampling | —Unverified | 0 |
| A Method for Multi-Hop Question Answering on Persian Knowledge Graph | Jan 18, 2025 | Graph Question AnsweringInformation Retrieval | —Unverified | 0 |
| KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation | Dec 30, 2024 | Decision MakingGraph Question Answering | —Unverified | 0 |
| Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation | Dec 24, 2024 | Graph Question AnsweringHallucination | CodeCode Available | 1 |
| NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning | Dec 20, 2024 | Graph Question AnsweringNutrition | —Unverified | 0 |
| Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks | Dec 17, 2024 | Domain GeneralizationGraph Learning | CodeCode Available | 0 |
| LLM-based Discriminative Reasoning for Knowledge Graph Question Answering | Dec 17, 2024 | Graph Question AnsweringQuestion Answering | —Unverified | 0 |
| KaLM: Knowledge-aligned Autoregressive Language Modeling via Dual-view Knowledge Graph Contrastive Learning | Dec 6, 2024 | Contrastive LearningGraph Question Answering | —Unverified | 0 |
